GUI DETECTION Object Detection Dataset and Pre-Trained Model by HUAWEI

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Explore Dataset

Here are a few use cases for this project:

Automated UI Testing: The "GUI DETECTION" model could be implemented in automated software testing processes. It could examine rendered UIs to check if all GUI components are present, sized correctly, and positioned as expected, ensuring consistent and accurate testing across different screens and resolutions.
Accessibility Assessment: The model can be utilized by developers to review the accessibility of their applications. It could identify whether the application's UI components like Text View, Button, Image View are easily accessible, clearly labeled, and function as intended, helping to ensure applications are usable by people with various disabilities.
UX/UI Optimization: This model can be used in UX/UI optimization tools for app developers and web designers. It would analyze the GUI components, their placement, and then suggest possible improvements for better usability and user experience.
Competitor Analysis: Businesses could use this model to analyze competitors' applications. By identifying and understanding the GUI elements used by successful competitors, companies can iterate on their own designs for better market competition.
Interactive Applications Development: In creating interactive applications such as games or educational tools, the model could be used to identify specific interface elements, enabling the software to react in real time to user interactions.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{
                            gui-detection-uz7l4_dataset,
                            title = { GUI DETECTION Dataset },
                            type = { Open Source Dataset },
                            author = { HUAWEI },
                            howpublished = { \url{ https://universe.roboflow.com/huawei-tz75a/gui-detection-uz7l4 } },
                            url = { https://universe.roboflow.com/huawei-tz75a/gui-detection-uz7l4 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-05-11 },
                            }